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AAAI18 - Applications

EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples PDF
Pin-Yu Chen, Yash Sharma, Huan Zhang, Jinfeng Yi, Cho-Jui Hsieh
Predicting Aesthetic Score Distribution Through Cumulative Jensen-Shannon Divergence PDF
Xin Jin, Le Wu, Xiaodong Li, Siyu Chen, Siwei Peng, Jingying Chi, Shiming Ge, Chenggen Song, Geng Zhao
Norm Conflict Resolution in Stochastic Domains PDF
Daniel Kasenberg, Matthias Scheutz
Early Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach PDF
Bin Liu, Ying Li, Zhaonan Sun, Soumya Ghosh, Kenney Ng
Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction PDF
Luchen Liu, Jianhao Shen, Ming Zhang, Zichang Wang, Jian Tang
On Organizing Online Soirees with Live Multi-Streaming PDF
Chih-Ya Shen, C. P. Kankeu Fotsing, De-Nian Yang, Yi-Shin Chen, Wang-Chien Lee
An AI Planning Solution to Scenario Generation for Enterprise Risk Management PDF
Shirin Sohrabi, Anton V. Riabov, Michael Katz, Octavian Udrea
Automated Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Contour Fragments PDF
Youyi Song, Jing Qin, Baiying Lei, Kup-Sze Choi
Synthesis of Programs from Multimodal Datasets PDF
Shantanu Thakoor, Simoni Shah, Ganesh Ramakrishnan, Amitabha Sanyal
Catching Captain Jack: Efficient Time and Space Dependent Patrols to Combat Oil-Siphoning in International Waters PDF
Xinrun Wang, Bo An, Martin Strobel, Fookwai Kong
Ranking Users in Social Networks With Higher-Order Structures PDF
Huan Zhao, Xiaogang Xu, Yangqiu Song, Dik Lun Lee, Zhao Chen, Han Gao

AAAI18 - Artificial Intelligence and the Web

Community Detection in Attributed Graphs: An Embedding Approach PDF
Ye Li, Chaofeng Sha, Xin Huang, Yanchun Zhang
Binary Generative Adversarial Networks for Image Retrieval PDF
Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Alan Hanjalic, Heng Tao Shen
Deep Region Hashing for Generic Instance Search from Images PDF
Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Heng Tao Shen
Improved English to Russian Translation by Neural Suffix Prediction PDF
Kai Song, Yue Zhang, Min Zhang, Weihua Luo
Towards Efficient Detection of Overlapping Communities in Massive Networks PDF
Bing-Jie Sun, Huawei Shen, Jinhua Gao, Wentao Ouyang, Xueqi Cheng
A Multi-Task Learning Approach for Improving Product Title Compression with User Search Log Data PDF
Jingang Wang, Junfeng Tian, Long Qiu, Sheng Li, Jun Lang, Luo Si, Man Lan
Contrastive Training for Models of Information Cascades PDF
Shaobin Xu, David A. Smith
Retrieving and Classifying Affective Images via Deep Metric Learning PDF
Jufeng Yang, Dongyu She, Yu-Kun Lai, Ming-Hsuan Yang
Discovering and Distinguishing Multiple Visual Senses for Polysemous Words PDF
Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Pu Huang, Zhenmin Tang

AAAI18 - Cognitive Modeling

Learning Nonlinear Dynamics in Efficient, Balanced Spiking Networks Using Local Plasticity Rules PDF
Alireza Alemi, Christian K. Machens, Sophie Deneve, Jean-Jacques Slotine
Perceiving, Learning, and Recognizing 3D Objects: An Approach to Cognitive Service Robots PDF
S. Hamidreza Kasaei, Juil Sock, Luis Seabra Lopes, Ana Maria Tome, Tae-Kyun Kim
A Plasticity-Centric Approach to Train the Non-Differential Spiking Neural Networks PDF
Tielin Zhang, Yi Zeng, Dongcheng Zhao, Mengting Shi

AAAI18 - Cognitive Systems

Towards Building Large Scale Multimodal Domain-Aware Conversation Systems PDF
Amrita Saha, Mitesh M. Khapra, Karthik Sankaranarayanan
Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph PDF
Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Sarath Chandar
The Structural Affinity Method for Solving the Raven's Progressive Matrices Test for Intelligence PDF
Snejana Shegheva, Ashok Goel

AAAI18 - Computational Sustainability and AI

DyETC: Dynamic Electronic Toll Collection for Traffic Congestion Alleviation PDF
Haipeng Chen, Bo An, Guni Sharon, Josiah P. Hanna, Peter Stone, Chunyan Miao, Yeng Chai Soh
Cellular Network Traffic Scheduling With Deep Reinforcement Learning PDF
Sandeep Chinchali, Pan Hu, Tianshu Chu, Manu Sharma, Manu Bansal, Rakesh Misra, Marco Pavone, Sachin Katti
DeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction PDF
Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Quanjun Chen, Satoshi Miyazawa, Ryosuke Shibasaki
Predicting Links in Plant-Pollinator Interaction Networks Using Latent Factor Models With Implicit Feedback PDF
Eugene Seo, Rebecca A. Hutchinson
Computation Error Analysis of Block Floating Point Arithmetic Oriented Convolution Neural Network Accelerator Design PDF
Zhourui Song, Zhenyu Liu, Dongsheng Wang
Preventing Infectious Disease in Dynamic Populations Under Uncertainty PDF
Bryan Wilder, Sze-Chuan Suen, Milind Tambe
Efficiently Approximating the Pareto Frontier: Hydropower Dam Placement in the Amazon Basin PDF
Xiaojian Wu, Jonathan Gomes-Selman, Qinru Shi, Yexiang Xue, Roosevelt Garcia-Villacorta, Elizabeth Anderson, Suresh Sethi, Scott Steinschneider, Alexander Flecker, Carla Gomes

AAAI18 - Game Playing and Interactive Entertainment

Minesweeper with Limited Moves PDF
Serge Gaspers, Stefan Rümmele, Abdallah Saffidine, Kevin Tran
Event Representations for Automated Story Generation with Deep Neural Nets PDF
Lara J. Martin, Prithviraj Ammanabrolu, Xinyu Wang, William Hancock, Shruti Singh, Brent Harrison, Mark O. Riedl
PVL: A Framework for Navigating the Precision-Variety Trade-Off in Automated Animation of Smiles PDF
Nicholas Sohre, Moses Adeagbo, Nathaniel Helwig, Sofia Lyford-Pike, Stephen J. Guy

AAAI18 - Game Theory and Economic Paradigms

On the Complexity of Extended and Proportional Justified Representation PDF
Haris Aziz, Edith Elkind, Shenwei Huang, Martin Lackner, Luis Sanchez-Fernandez, Piotr Skowron
Multiwinner Elections With Diversity Constraints PDF
Robert Bredereck, Piotr Faliszewski, Ayumi Igarashi, Martin Lackner, Piotr Skowron
AIVAT: A New Variance Reduction Technique for Agent Evaluation in Imperfect Information Games PDF
Neil Burch, Martin Schmid, Matej Moravcik, Dustin Morill, Michael Bowling
Allocation Problems in Ride-Sharing Platforms: Online Matching With Offline Reusable Resources PDF
John P. Dickerson, Karthik A. Sankararaman, Aravind Srinivasan, Pan Xu
Tool Auctions PDF
Janosch Döcker, Britta Dorn, Ulle Endriss, Ronald de Haan, Sebastian Schneckenburger
The Complexity of Bribery in Network-Based Rating Systems PDF
Umberto Grandi, James Stewart, Paolo Turrini
Robust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead PDF
Christian Kroer, Gabriele Farina, Tuomas Sandholm
On the Approximation of Nash Equilibria in Sparse Win-Lose Games PDF
Zhengyang Liu, Ying Sheng
MUDA: A Truthful Multi-Unit Double-Auction Mechanism PDF
Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann
Traffic Optimization for a Mixture of Self-Interested and Compliant Agents PDF
Guni Sharon, Michael Albert, Tarun Rambha, Stephen Boyles, Peter Stone
Coalition Manipulation of Gale-Shapley Algorithm PDF
Weiran Shen, Pingzhong Tang, Yuan Deng
Axioms for Distance-Based Centralities PDF
Oskar Skibski, Jadwiga Sosnowska
An Axiomatization of the Eigenvector and Katz Centralities PDF
Tomasz Wąs, Oskar Skibski

AAAI18 - Heuristic Search and Optimization

Efficiently Monitoring Small Data Modification Effect for Large-Scale Learning in Changing Environment PDF
Hiroyuki Hanada, Atsushi Shibagaki, Jun Sakuma, Ichiro Takeuchi
Locality Preserving Projection Based on F-norm PDF
Xiangjie Hu, Yanfeng Sun, Junbin Gao, Yongli Hu, Baocai Yin
Exact Clustering via Integer Programming and Maximum Satisfiability PDF
Atsushi Miyauchi, Tomohiro Sonobe, Noriyoshi Sukegawa
Accelerated Best-First Search With Upper-Bound Computation for Submodular Function Maximization PDF
Shinsaku Sakaue, Masakazu Ishihata
Submodular Function Maximization Over Graphs via Zero-Suppressed Binary Decision Diagrams PDF
Shinsaku Sakaue, Masaaki Nishino, Norihito Yasuda

AAAI18 - Human-AI Collaboration

An Interactive Multi-Label Consensus Labeling Model for Multiple Labeler Judgments PDF
Ashish Kulkarni, Narasimha Raju Uppalapati, Pankaj Singh, Ganesh Ramakrishnan
Anchors: High-Precision Model-Agnostic Explanations PDF
Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin
Optimizing Interventions via Offline Policy Evaluation: Studies in Citizen Science PDF
Avi Segal, Kobi Gal, Ece Kamar, Eric Horvitz, Grant Miller
Deep TAMER: Interactive Agent Shaping in High-Dimensional State Spaces PDF
Garrett Warnell, Nicholas Waytowich, Vernon Lawhern, Peter Stone

AAAI18 - Human Computation and Crowd Sourcing

Understanding Over Participation in Simple Contests PDF
Priel Levy, David Sarne
Information Gathering With Peers: Submodular Optimization With Peer-Prediction Constraints PDF
Goran Radanovic, Adish Singla, Andreas Krause, Boi Faltings
AdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive Modeling PDF
Ryusuke Takahama, Yukino Baba, Nobuyuki Shimizu, Sumio Fujita, Hisashi Kashima

AAAI18 - Humans and AI

Adapting a Kidney Exchange Algorithm to Align With Human Values PDF
Rachel Freedman, Jana Schaich Borg, Walter Sinnott-Armstrong, John P. Dickerson, Vincent Conitzer
Coupled Deep Learning for Heterogeneous Face Recognition PDF
Xiang Wu, Lingxiao Song, Ran He, Tieniu Tan
Deception Detection in Videos PDF
Zhe Wu, Bharat Singh, Larry S. Davis, V. S. Subrahmanian
WiFi-Based Human Identification via Convex Tensor Shapelet Learning PDF
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos

AAAI18 - Knowledge Representation and Reasoning

Situation Calculus Semantics for Actual Causality PDF
Vitaliy Batusov, Mikhail Soutchanski
Complexity of Verification in Incomplete Argumentation Frameworks PDF
Dorothea Baumeister, Daniel Neugebauer, Jörg Rothe, Hilmar Schadrack
Weighted Abstract Dialectical Frameworks PDF
Gerhard Brewka, Hannes Strass, Johannes P. Wallner, Stefan Woltran
Convolutional 2D Knowledge Graph Embeddings PDF
Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel
Behavior Is Everything: Towards Representing Concepts with Sensorimotor Contingencies PDF
Nicholas Hay, Michael Stark, Alexander Schlegel, Carter Wendelken, Dennis Park, Eric Purdy, Tom Silver, D. Scott Phoenix, Dileep George
Probabilistic Inference Over Repeated Insertion Models PDF
Batya Kenig, Lovro Ilijasić, Haoyue Ping, Benny Kimelfeld, Julia Stoyanovich
Question Answering as Global Reasoning Over Semantic Abstractions PDF
Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Dan Roth
Fair Inference on Outcomes PDF
Razieh Nabi, Ilya Shpitser
On Consensus in Belief Merging PDF
Nicolas Schwind, Pierre Marquis
Open-World Knowledge Graph Completion PDF
Baoxu Shi, Tim Weninger
Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning About Moving Objects PDF
Jakob Suchan, Mehul Bhatt, Przemysław Wałega, Carl Schultz
A Framework and Positive Results for IAR-answering PDF
Despoina Trivela, Giorgos Stoilos, Vasilis Vassalos
Splitting an LPMLN Program PDF
Bin Wang, Zhizheng Zhang, Hongxiang Xu, Jun Shen

AAAI18 - Machine Learning Applications

Predicting Vehicular Travel Times by Modeling Heterogeneous Influences Between Arterial Roads PDF
Avinash Achar, Venkatesh Sarangan, Rohith Regikumar, Anand Sivasubramaniam
DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction PDF
Brandon Ballinger, Johnson Hsieh, Avesh Singh, Nimit Sohoni, Jack Wang, Geoffrey H. Tison, Gregory M. Marcus, Jose M. Sanchez, Carol Maguire, Jeffrey E. Olgin, Mark J. Pletcher
Modeling Scientific Influence for Research Trending Topic Prediction PDF
Chengyao Chen, Zhitao Wang, Wenjie Li, Xu Sun
HARP: Hierarchical Representation Learning for Networks PDF
Haochen Chen, Bryan Perozzi, Yifan Hu, Steven Skiena
A Neural Attention Model for Urban Air Quality Inference: Learning the Weights of Monitoring Stations PDF
Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang
The Geometric Block Model PDF
Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha
Learning User Preferences to Incentivize Exploration in the Sharing Economy PDF
Christoph Hirnschall, Adish Singla, Sebastian Tschiatschek, Andreas Krause
Task-Aware Compressed Sensing With Generative Adversarial Networks PDF
Maya Kabkab, Pouya Samangouei, Rama Chellappa
Unified Locally Linear Classifiers With Diversity-Promoting Anchor Points PDF
Chenghao Liu, Teng Zhang, Peilin Zhao, Jianling Sun, Steven C. H. Hoi
Semi-Supervised Biomedical Translation With Cycle Wasserstein Regression GANs PDF
Matthew B. A. McDermott, Tom Yan, Tristan Naumann, Nathan Hunt, Harini Suresh, Peter Szolovits, Marzyeh Ghassemi
Sequence-to-Sequence Learning via Shared Latent Representation PDF
Xu Shen, Xinmei Tian, Jun Xing, Yong Rui, Dacheng Tao
Compatibility Family Learning for Item Recommendation and Generation PDF
Yong-Siang Shih, Kai-Yueh Chang, Hsuan-Tien Lin, Min Sun
Neural Ideal Point Estimation Network PDF
Kyungwoo Song, Wonsung Lee, Il-Chul Moon
Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis PDF
Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang, Jia Wu, Xuelong Li
r-BTN: Cross-Domain Face Composite and Synthesis From Limited Facial Patches PDF
Yang Song, Zhifei Zhang, Hairong Qi
Exercise-Enhanced Sequential Modeling for Student Performance Prediction PDF
Yu Su, Qingwen Liu, Qi Liu, Zhenya Huang, Yu Yin, Enhong Chen, Chris Ding, Si Wei, Guoping Hu
Compressed Sensing MRI Using a Recursive Dilated Network PDF
Liyan Sun, Zhiwen Fan, Yue Huang, Xinghao Ding, John Paisley
Maximum-Variance Total Variation Denoising for Interpretable Spatial Smoothing PDF
Wesley Tansey, Jesse Thomason, James G. Scott
Model-Free Iterative Temporal Appliance Discovery for Unsupervised Electricity Disaggregation PDF
Mark Valovage, Akshay Shekhawat, Maria Gini
Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment PDF
Jiaming Xu, Jing Shi, Guangcan Liu, Xiuyi Chen, Bo Xu
WalkRanker: A Unified Pairwise Ranking Model With Multiple Relations for Item Recommendation PDF
Lu Yu, Chuxu Zhang, Shichao Pei, Guolei Sun, Xiangliang Zhang
Sequence-to-Point Learning With Neural Networks for Non-Intrusive Load Monitoring PDF
Chaoyun Zhang, Mingjun Zhong, Zongzuo Wang, Nigel Goddard, Charles Sutton

AAAI18 - Machine Learning Methods

Online Learning for Structured Loss Spaces PDF
Siddharth Barman, Aditya Gopalan, Aadirupa Saha
Long-Term Image Boundary Prediction PDF
Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz
Trace Ratio Optimization With Feature Correlation Mining for Multiclass Discriminant Analysis PDF
Forough Rezaei Boroujeni, Sen Wang, Zhihui Li, Nicholas West, Bela Stantic, Lina Yao, Guodong Long
Gated-Attention Architectures for Task-Oriented Language Grounding PDF
Devendra Singh Chaplot, Kanthashree Mysore Sathyendra, Rama Kumar Pasumarthi, Dheeraj Rajagopal, Ruslan Salakhutdinov
Automatic Parameter Tying: A New Approach for Regularized Parameter Learning in Markov Networks PDF
Li Chou, Pracheta Sahoo, Somdeb Sarkhel, Nicholas Ruozzi, Vibhav Gogate
Multi-Step Reinforcement Learning: A Unifying Algorithm PDF
Kristopher De Asis, J. Fernando Hernandez-Garcia, G. Zacharias Holland, Richard S. Sutton
Lagrangian Constrained Community Detection PDF
Mohadeseh Ganji, James Bailey, Peter J. Stuckey
Rainbow: Combining Improvements in Deep Reinforcement Learning PDF
Matteo Hessel, Joseph Modayil, Hado van Hasselt, Tom Schaul, Georg Ostrovski, Will Dabney, Dan Horgan, Bilal Piot, Mohammad Azar, David Silver
Deep Q-learning From Demonstrations PDF
Todd Hester, Matej Vecerik, Olivier Pietquin, Marc Lanctot, Tom Schaul, Bilal Piot, Dan Horgan, John Quan, Andrew Sendonaris, Ian Osband, Gabriel Dulac-Arnold, John Agapiou, Joel Z. Leibo, Audrunas Gruslys
On Convergence of Epanechnikov Mean Shift PDF
Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos
Efficient Multi-Dimensional Tensor Sparse Coding Using t-Linear Combination PDF
Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen
Deep Semi-Random Features for Nonlinear Function Approximation PDF
Kenji Kawaguchi, Bo Xie, Le Song
Feature Engineering for Predictive Modeling Using Reinforcement Learning PDF
Udayan Khurana, Horst Samulowitz, Deepak Turaga
Learning to Generalize: Meta-Learning for Domain Generalization PDF
Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales
Information Directed Sampling for Stochastic Bandits With Graph Feedback PDF
Fang Liu, Swapna Buccapatnam, Ness Shroff
A Change-Detection Based Framework for Piecewise-Stationary Multi-Armed Bandit Problem PDF
Fang Liu, Joohyun Lee, Ness Shroff
MDP-Based Cost Sensitive Classification Using Decision Trees PDF
Shlomi Maliah, Guy Shani
Data-Dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion PDF
Hitoshi Manabe, Katsuhiko Hayashi, Masashi Shimbo
Personalized Privacy-Preserving Social Recommendation PDF
Xuying Meng, Suhang Wang, Kai Shu, Jundong Li, Bo Chen, Huan Liu, Yujun Zhang
Hierarchical Policy Search via Return-Weighted Density Estimation PDF
Takayuki Osa, Masashi Sugiyama
Dynamic Determinantal Point Processes PDF
Takayuki Osogami, Rudy Raymond, Akshay Goel, Tomoyuki Shirai, Takanori Maehara
Adversarial Dropout for Supervised and Semi-Supervised Learning PDF
Sungrae Park, JunKeon Park, Su-Jin Shin, Il-Chul Moon
FiLM: Visual Reasoning with a General Conditioning Layer PDF
Ethan Perez, Florian Strub, Harm de Vries, Vincent Dumoulin, Aaron Courville
Joint Learning of Set Cardinality and State Distribution PDF
S. Hamid Rezatofighi, Anton Milan, Qinfeng Shi, Anthony Dick, Ian Reid
Hypergraph p-Laplacian: A Differential Geometry View PDF
Shota Saito, Danilo P. Mandic, Hideyuki Suzuki
Word Co-Occurrence Regularized Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering PDF
Aghiles Salah, Melissa Ailem, Mohamed Nadif
Learning Vector Autoregressive Models With Latent Processes PDF
Saber Salehkaleybar, Jalal Etesami, Negar Kiyavash, Kun Zhang
Regularizing Deep Networks Using Efficient Layerwise Adversarial Training PDF
Swami Sankaranarayanan, Arpit Jain, Rama Chellappa, Ser Nam Lim
From Monte Carlo to Las Vegas: Improving Restricted Boltzmann Machine Training Through Stopping Sets PDF
Pedro H. P. Savarese, Mayank Kakodkar, Bruno Ribeiro
On Data-Dependent Random Features for Improved Generalization in Supervised Learning PDF
Shahin Shahrampour, Ahmad Beirami, Vahid Tarokh
Labeled Memory Networks for Online Model Adaptation PDF
Shiv Shankar, Sunita Sarawagi
No Modes Left Behind: Capturing the Data Distribution Effectively Using GANs PDF
Shashank Sharma, Vinay P. Namboodiri
Reduced-Rank Linear Dynamical Systems PDF
Qi She, Yuan Gao, Kai Xu, Rosa H. M. Chan
Wasserstein Distance Guided Representation Learning for Domain Adaptation PDF
Jian Shen, Yanru Qu, Weinan Zhang, Yong Yu
Compact Multi-Label Learning PDF
Xiaobo Shen, Weiwei Liu, Ivor W. Tsang, Quan-Sen Sun, Yew-Soon Ong
Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling PDF
Shinichi Shirakawa, Yasushi Iwata, Youhei Akimoto
Learning to Interact With Learning Agents PDF
Adish Singla, Hamed Hassani, Andreas Krause
Attend and Diagnose: Clinical Time Series Analysis Using Attention Models PDF
Huan Song, Deepta Rajan, Jayaraman J. Thiagarajan, Andreas Spanias
Reinforcement Learning in POMDPs With Memoryless Options and Option-Observation Initiation Sets PDF
Denis Steckelmacher, Diederik M. Roijers, Anna Harutyunyan, Peter Vrancx, Hélène Plisnier, Ann Nowé
Active Lifelong Learning With "Watchdog" PDF
Gan Sun, Yang Cong, Xiaowei Xu
Leaf-Smoothed Hierarchical Softmax for Ordinal Prediction PDF
Wesley Tansey, Karl Pichotta, James G. Scott
Perception Coordination Network: A Framework for Online Multi-Modal Concept Acquisition and Binding PDF
You-Lu Xing, Fu-Rao Shen, Jin-Xi Zhao, Jing-Xin Pan, Ah-Hwee Tan
Multi-Layer Multi-View Classification for Alzheimer’s Disease Diagnosis PDF
Changqing Zhang, Ehsan Adeli, Tao Zhou, Xiaobo Chen, Dinggang Shen
Interpreting CNN Knowledge via an Explanatory Graph PDF
Quanshi Zhang, Ruiming Cao, Feng Shi, Ying Nian Wu, Song-Chun Zhu
Hypergraph Learning With Cost Interval Optimization PDF
Xibin Zhao, Nan Wang, Heyuan Shi, Hai Wan, Jin Huang, Yue Gao
ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation PDF
Chang Zhou, Jinze Bai, Junshuai Song, Xiaofei Liu, Zhengchao Zhao, Xiusi Chen, Jun Gao
Non-Parametric Outliers Detection in Multiple Time Series A Case Study: Power Grid Data Analysis PDF
Yuxun Zhou, Han Zou, Reza Arghandeh, Weixi Gu, Costas J. Spanos

AAAI18 - Multiagent Systems

Learning the Behavior of a Dynamical System Via a “20 Questions” Approach PDF
Abhijin Adiga, Chris J. Kuhlman, Madhav V. Marathe, Ravi S. S., Daniel J. Rosenkrantz, Richard E. Stearns
Preallocation and Planning Under Stochastic Resource Constraints PDF
Frits de Nijs, Matthijs T. J. Spaan, Mathijs M. de Weerdt
Social Norms of Cooperation With Costly Reputation Building PDF
Fernando P. Santos, Jorge M. Pacheco, Francisco C. Santos

AAAI18 - NLP and Knowledge Representation

Syntax-Directed Attention for Neural Machine Translation PDF
Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao
Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text PDF
Xu Han, Zhiyuan Liu, Maosong Sun
Improving Sequence-to-Sequence Constituency Parsing PDF
Lemao Liu, Muhua Zhu, Shuming Shi
Table-to-Text Generation by Structure-Aware Seq2seq Learning PDF
Tianyu Liu, Kexiang Wang, Lei Sha, Baobao Chang, Zhifang Sui
AMR Parsing With Cache Transition Systems PDF
Xiaochang Peng, Daniel Gildea, Giorgio Satta
Early Syntactic Bootstrapping in an Incremental Memory-Limited Word Learner PDF
Sepideh Sadeghi, Matthias Scheutz
Recognizing and Justifying Text Entailment Through Distributional Navigation on Definition Graphs PDF
Vivian S. Silva, Siegfried Handschuh, André Freitas
SPINE: SParse Interpretable Neural Embeddings PDF
Anant Subramanian, Danish Pruthi, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Eduard Hovy
Deep Semantic Role Labeling With Self-Attention PDF
Zhixing Tan, Mingxuan Wang, Jun Xie, Yidong Chen, Xiaodong Shi
Translating Pro-Drop Languages With Reconstruction Models PDF
Longyue Wang, Zhaopeng Tu, Shuming Shi, Tong Zhang, Yvette Graham, Qun Liu

AAAI18 - NLP and Machine Learning

Learning Interpretable Spatial Operations in a Rich 3D Blocks World PDF
Yonatan Bisk, Kevin J Shih, Yejin Choi, Daniel Marcu
Knowledge-based Word Sense Disambiguation using Topic Models PDF
Devendra Singh Chaplot, Ruslan Salakhutdinov
IMS-DTM: Incremental Multi-Scale Dynamic Topic Models PDF
Xilun Chen, K. Selcuk Candan, Maria Luisa Sapino
Learning to Predict Readability Using Eye-Movement Data From Natives and Learners PDF
Ana V. González-Garduño, Anders Søgaard
A Deep Generative Framework for Paraphrase Generation PDF
Ankush Gupta, Arvind Agarwal, Prawaan Singh, Piyush Rai
Placing Objects in Gesture Space: Toward Incremental Interpretation of Multimodal Spatial Descriptions PDF
Ting Han, Casey Kennington, David Schlangen
An Interpretable Generative Adversarial Approach to Classification of Latent Entity Relations in Unstructured Sentences PDF
Shiou Tian Hsu, Changsung Moon, Paul Jones, Nagiza Samatova
SciTaiL: A Textual Entailment Dataset from Science Question Answering PDF
Tushar Khot, Ashish Sabharwal, Peter Clark
Empower Sequence Labeling with Task-Aware Neural Language Model PDF
Liyuan Liu, Jingbo Shang, Xiang Ren, Frank Fangzheng Xu, Huan Gui, Jian Peng, Jiawei Han
Eliciting Positive Emotion through Affect-Sensitive Dialogue Response Generation: A Neural Network Approach PDF
Nurul Lubis, Sakriani Sakti, Koichiro Yoshino, Satoshi Nakamura
Question-Answering with Grammatically-Interpretable Representations PDF
Hamid Palangi, Paul Smolensky, Xiaodong He, Li Deng
Multi-Task Learning For Parsing The Alexa Meaning Representation Language PDF
Vittorio Perera, Tagyoung Chung, Thomas Kollar, Emma Strubell
Order-Planning Neural Text Generation From Structured Data PDF
Lei Sha, Lili Mou, Tianyu Liu, Pascal Poupart, Sujian Li, Baobao Chang, Zhifang Sui
A Multi-View Fusion Neural Network for Answer Selection PDF
Lei Sha, Xiaodong Zhang, Feng Qian, Baobao Chang, Zhifang Sui
Generating Sentences Using a Dynamic Canvas PDF
Harshil Shah, Bowen Zheng, David Barber
Deconvolutional Latent-Variable Model for Text Sequence Matching PDF
Dinghan Shen, Yizhe Zhang, Ricardo Henao, Qinliang Su, Lawrence Carin
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding PDF
Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Shirui Pan, Chengqi Zhang
Improving Variational Encoder-Decoders in Dialogue Generation PDF
Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg
Neural Cross-Lingual Entity Linking PDF
Avirup Sil, Gourab Kundu, Radu Florian, Wael Hamza
Unity in Diversity: Learning Distributed Heterogeneous Sentence Representation for Extractive Summarization PDF
Abhishek Kumar Singh, Manish Gupta, Vasudeva Varma
Variational Recurrent Neural Machine Translation PDF
Jinsong Su, Shan Wu, Deyi Xiong, Yaojie Lu, Xianpei Han, Biao Zhang
Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method PDF
Jinyue Su, Jiacheng Xu, Xipeng Qiu, Xuanjing Huang
Guiding Exploratory Behaviors for Multi-Modal Grounding of Linguistic Descriptions PDF
Jesse Thomason, Jivko Sinapov, Raymond J. Mooney, Peter Stone
MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning PDF
Lei Wang, Dongxiang Zhang, Lianli Gao, Jingkuan Song, Long Guo, Heng Tao Shen
Learning Multi-Modal Word Representation Grounded in Visual Context PDF
Éloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari
Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention PDF
Xiangkai Zeng, Cheng Yang, Cunchao Tu, Zhiyuan Liu, Maosong Sun
End-to-End Quantum-like Language Models with Application to Question Answering PDF
Peng Zhang, Jiabin Niu, Zhan Su, Benyou Wang, Liqun Ma, Dawei Song
Asynchronous Bidirectional Decoding for Neural Machine Translation PDF
Xiangwen Zhang, Jinsong Su, Yue Qin, Yang Liu, Rongrong Ji, Hongji Wang
Medical Exam Question Answering with Large-scale Reading Comprehension PDF
Xiao Zhang, Ji Wu, Zhiyang He, Xien Liu, Ying Su

AAAI18 - NLP and Text Mining

Training and Evaluating Improved Dependency-Based Word Embeddings PDF
Chen Li, Jianxin Li, Yangqiu Song, Ziwei Lin
Multi-Task Medical Concept Normalization Using Multi-View Convolutional Neural Network PDF
Yi Luo, Guojie Song, Pengyu Li, Zhongang Qi
Jointly Extracting Event Triggers and Arguments by Dependency-Bridge RNN and Tensor-Based Argument Interaction PDF
Lei Sha, Feng Qian, Baobao Chang, Zhifang Sui
Content and Context: Two-Pronged Bootstrapped Learning for Regex-Formatted Entity Extraction PDF
Stanley Simoes, Deepak P, Munu Sairamesh, Deepak Khemani, Sameep Mehta
Towards a Neural Conversation Model With Diversity Net Using Determinantal Point Processes PDF
Yiping Song, Rui Yan, Yansong Feng, Yaoyuan Zhang, Dongyan Zhao, Ming Zhang
Improving Neural Fine-Grained Entity Typing With Knowledge Attention PDF
Ji Xin, Yankai Lin, Zhiyuan Liu, Maosong Sun
Dual Attention Network for Product Compatibility and Function Satisfiability Analysis PDF
Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu
Scale Up Event Extraction Learning via Automatic Training Data Generation PDF
Ying Zeng, Yansong Feng, Rong Ma, Zheng Wang, Rui Yan, Chongde Shi, Dongyan Zhao
Duplicate Question Identification by Integrating FrameNet With Neural Networks PDF
Xiaodong Zhang, Xu Sun, Houfeng Wang
Variational Reasoning for Question Answering With Knowledge Graph PDF
Yuyu Zhang, Hanjun Dai, Zornitsa Kozareva, Alexander J. Smola, Le Song

AAAI18 - Planning and Scheduling

Sublinear Search Spaces for Shortest Path Planning in Grid and Road Networks PDF
Johannes Blum, Stefan Funke, Sabine Storandt
Finite Sample Analyses for TD(0) With Function Approximation PDF
Gal Dalal, Balázs Szörényi, Gugan Thoppe, Shie Mannor
Expressive Real-Time Intersection Scheduling PDF
Rick Goldstein, Stephen F. Smith
Generalized Value Iteration Networks:Life Beyond Lattices PDF
Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovačević
Knowledge-Based Policies for Qualitative Decentralized POMDPs PDF
Abdallah Saffidine, François Schwarzentruber, Bruno Zanuttini
Risk-Aware Proactive Scheduling via Conditional Value-at-Risk PDF
Wen Song, Donghun Kang, Jie Zhang, Hui Xi
Stackelberg Planning: Towards Effective Leader-Follower State Space Search PDF
Patrick Speicher, Marcel Steinmetz, Michael Backes, Jörg Hoffmann, Robert Künnemann
Learning Conditional Generative Models for Temporal Point Processes PDF
Shuai Xiao, Hongteng Xu, Junchi Yan, Mehrdad Farajtabar, Xiaokang Yang, Le Song, Hongyuan Zha

AAAI18 - Reasoning under Uncertainty

Learning Mixtures of MLNs PDF
Mohammad Maminur Islam, Somdeb Sarkhel, Deepak Venugopal
Approximate Inference via Weighted Rademacher Complexity PDF
Jonathan Kuck, Ashish Sabharwal, Stefano Ermon
Relational Marginal Problems: Theory and Estimation PDF
Ondřej Kuželka, Yuyi Wang, Jesse Davis, Steven Schockaert
Efficient-UCBV: An Almost Optimal Algorithm Using Variance Estimates PDF
Subhojyoti Mukherjee, K. P. Naveen, Nandan Sudarsanam, Balaraman Ravindran
Hawkes Process Inference With Missing Data PDF
Christian R. Shelton, Zhen Qin, Chandini Shetty
Conditional PSDDs: Modeling and Learning With Modular Knowledge PDF
Yujia Shen, Arthur Choi, Adnan Darwiche
Information Acquisition Under Resource Limitations in a Noisy Environment PDF
Matvey Soloviev, Joseph Y. Halpern

AAAI18 - Robotics

Building Continuous Occupancy Maps With Moving Robots PDF
Ransalu Senanayake, Fabio Ramos
Phase-Parametric Policies for Reinforcement Learning in Cyclic Environments PDF
Arjun Sharma, Kris M. Kitani
Safe Exploration and Optimization of Constrained MDPs Using Gaussian Processes PDF
Akifumi Wachi, Yanan Sui, Yisong Yue, Masahiro Ono

AAAI18 - Search and Constraint Satisfaction

Sweep-Based Propagation for String Constraint Solving PDF
Roberto Amadini, Graeme Gange, Peter J. Stuckey
Exact MAP-Inference by Confining Combinatorial Search With LP Relaxation PDF
Stefan Haller, Paul Swoboda, Bogdan Savchynskyy
Verifying Properties of Binarized Deep Neural Networks PDF
Nina Narodytska, Shiva Kasiviswanathan, Leonid Ryzhyk, Mooly Sagiv, Toby Walsh
On Cryptographic Attacks Using Backdoors for SAT PDF
Alexander Semenov, Oleg Zaikin, Ilya Otpuschennikov, Stepan Kochemazov, Alexey Ignatiev

AAAI18 - Vision

Self-View Grounding Given a Narrated 360° Video PDF
Shih-Han Chou, Yi-Chun Chen, Kuo-Hao Zeng, Hou-Ning Hu, Jianlong Fu, Min Sun
ExprGAN: Facial Expression Editing With Controllable Expression Intensity PDF
Hui Ding, Kumar Sricharan, Rama Chellappa
Unravelling Robustness of Deep Learning Based Face Recognition Against Adversarial Attacks PDF
Gaurav Goswami, Nalini Ratha, Akshay Agarwal, Richa Singh, Mayank Vatsa
Dual-Reference Face Retrieval PDF
BingZhang Hu, Feng Zheng, Ling Shao
Action Prediction From Videos via Memorizing Hard-to-Predict Samples PDF
Yu Kong, Shangqian Gao, Bin Sun, Yun Fu
Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification PDF
Yi Li, Lingxiao Song, Xiang Wu, Ran He, Tieniu Tan
Video Generation From Text PDF
Yitong Li, Martin Renqiang Min, Dinghan Shen, David Carlson, Lawrence Carin
Action Recognition With Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion PDF
Weiyao Lin, Chongyang Zhang, Ke Lu, Bin Sheng, Jianxin Wu, Bingbing Ni, Xin Liu, Hongkai Xiong
Cross-Domain Human Parsing via Adversarial Feature and Label Adaptation PDF
Si Liu, Yao Sun, Defa Zhu, Guanghui Ren, Yu Chen, Jiashi Feng, Jizhong Han
Towards Affordable Semantic Searching: Zero-Shot Retrieval via Dominant Attributes PDF
Yang Long, Li Liu, Yuming Shen, Ling Shao
Curve-Structure Segmentation From Depth Maps: A CNN-Based Approach and Its Application to Exploring Cultural Heritage Objects PDF
Yuhang Lu, Jun Zhou, Jing Wang, Jun Chen, Karen Smith, Colin Wilder, Song Wang
Spatial as Deep: Spatial CNN for Traffic Scene Understanding PDF
Xingang Pan, Jianping Shi, Ping Luo, Xiaogang Wang, Xiaoou Tang
Game of Sketches: Deep Recurrent Models of Pictionary-Style Word Guessing PDF
Ravi Kiran Sarvadevabhatla, Shiv Surya, Trisha Mittal, R. Venkatesh Babu
DLPaper2Code: Auto-Generation of Code From Deep Learning Research Papers PDF
Akshay Sethi, Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani
Region-Based Quality Estimation Network for Large-Scale Person Re-Identification PDF
Guanglu Song, Biao Leng, Yu Liu, Congrui Hetang, Shaofan Cai
Adversarial Discriminative Heterogeneous Face Recognition PDF
Lingxiao Song, Man Zhang, Xiang Wu, Ran He
Learning Binary Residual Representations for Domain-Specific Video Streaming PDF
Yi-Hsuan Tsai, Ming-Yu Liu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz
Diverse Beam Search for Improved Description of Complex Scenes PDF
Ashwin K. Vijayakumar, Michael Cogswell, Ramprasaath R. Selvaraju, Qing Sun, Stefan Lee, David Crandall, Dhruv Batra
Unsupervised Part-Based Weighting Aggregation of Deep Convolutional Features for Image Retrieval PDF
Jian Xu, Cunzhao Shi, Chengzuo Qi, Chunheng Wang, Baihua Xiao
Understanding Image Impressiveness Inspired by Instantaneous Human Perceptual Cues PDF
Jufeng Yang, Yan Sun, Jie Liang, Yong-Liang Yang, Ming-Ming Cheng
Kill Two Birds With One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement PDF
Junjie Zhang, Qi Wu, Jian Zhang, Chunhua Shen, Jianfeng Lu
Graph Correspondence Transfer for Person Re-Identification PDF
Qin Zhou, Heng Fan, Shibao Zheng, Hang Su, Xinzhe Li, Shuang Wu, Haibin Ling
HCVRD: A Benchmark for Large-Scale Human-Centered Visual Relationship Detection PDF
Bohan Zhuang, Qi Wu, Chunhua Shen, Ian Reid, Anton van den Hengel
3D Box Proposals From a Single Monocular Image of an Indoor Scene PDF
Wei Zhuo, Mathieu Salzmann, Xuming He, Miaomiao Liu
Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process PDF
Haosheng Zou, Hang Su, Shihong Song, Jun Zhu

IAAI18 - Deployed

An Automated Employee Timetabling System for Small Businesses PDF
Richard Hoshino, Aaron Slobodin, William Bernoudy
Horizontal Scaling With a Framework for Providing AI Solutions Within a Game Company PDF
John F. Kolen, Mohsen Sardari, Marwan Mattar, Nick Peterson, Meng Wu
Hi, How Can I Help You?: Automating Enterprise IT Support Help Desks PDF
Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan
Sentient Ascend: AI-Based Massively Multivariate Conversion Rate Optimization PDF
Risto Miikkulainen, Neil Iscoe, Aaron Shagrin, Ryan Rapp, Sam Nazari, Patrick McGrath, Cory Schoolland, Elyas Achkar, Myles Brundage, Jeremy Miller, Jonathan Epstein, Gurmeet Lamba

IAAI18 - Emerging

InspireMe: Learning Sequence Models for Stories PDF
Vincent Fortuin, Romann M. Weber, Sasha Schriber, Diana Wotruba, Markus Gross
Assessing National Development Plans for Alignment With Sustainable Development Goals via Semantic Search PDF
Jonathan Galsurkar, Moninder Singh, Lingfei Wu, Aditya Vempaty, Mikhail Sushkov, Devika Iyer, Serge Kapto, Kush R. Varshney
Computer-Assisted Authoring for Natural Language Story Scripts PDF
Rushit Sanghrajka, Wojciech Witoń, Sasha Schriber, Markus Gross, Mubbasir Kapadia
A Water Demand Prediction Model for Central Indiana PDF
Setu Shah, Mahmood Hosseini, Zina Ben Miled, Rebecca Shafer, Steve Berube
TipMaster: A Knowledge Base of Authoritative Local News Sources on Social Media PDF
Xin Shuai, Xiaomo Liu, Armineh Nourbakhsh, Sameena Shah, Tonya Curtis
Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees PDF
Dennis J. N. J. Soemers, Tim Brys, Kurt Driessens, Mark H. M. Winands, Ann Nowé
Aida: Intelligent Image Analysis to Automatically Detect Poems in Digital Archives of Historic Newspapers PDF
Leen-Kiat Soh, Elizabeth Lorang, Yi Liu
VoC-DL: Revisiting Voice Of Customer Using Deep Learning PDF
Susheel Suresh, Guru Rajan T S, Vipin Gopinath
DarkEmbed: Exploit Prediction With Neural Language Models PDF
Nazgol Tavabi, Palash Goyal, Mohammed Almukaynizi, Paulo Shakarian, Kristina Lerman
Gesture Annotation With a Visual Search Engine for Multimodal Communication Research PDF
Sergiy Turchyn, Inés Olza Moreno, Cristóbal Pagán Cánovas, Francis F. Steen, Mark Turner, Javier Valenzuela, Soumya Ray
Mars Target Encyclopedia: Rock and Soil Composition Extracted From the Literature PDF
Kiri L. Wagstaff, Raymond Francis, Thamme Gowda, You Lu, Ellen Riloff, Karanjeet Singh, Nina L. Lanza
Deep Mars: CNN Classification of Mars Imagery for the PDS Imaging Atlas PDF
Kiri L. Wagstaff, You Lu, Alice Stanboli, Kevin Grimes, Thamme Gowda, Jordan Padams

EAAI18 - Poster Papers

A Driving License for Intelligent Systems PDF
Martin Kandlhofer, Gerald Steinbauer

Senior Track

Engineering Pro-Sociality With Autonomous Agents PDF
Ana Paiva, Fernando P. Santos, Francisco C. Santos
A Brief History and Recent Achievements in Bidirectional Search PDF
Nathan R. Sturtevant, Ariel Felner

Doctoral Consortium

Game-Theoretic Threat Screening and Deceptive Techniques for Cyber Defense PDF
Aaron Schlenker
Hierarchical Methods for a Unified Approach to Discourse, Domain, and Style in Neural Conversational Models PDF
João Sedoc
Efficiency and Safety in Autonomous Vehicles Through Planning With Uncertainty PDF
Zachary N. Sunberg

Student Abstracts

A Stratified Feature Ranking Method for Supervised Feature Selection PDF
Renjie Chen, Xiaojun Chen, Guowen Yuan, Wenya Sun, Qingyao Wu
Adversarial Goal Generation for Intrinsic Motivation PDF
Ishan Durugkar, Peter Stone
Dynamic Detection of Communities and Their Evolutions in Temporal Social Networks PDF
Yaowei Huang, Jinghuan Shang, Bill Y. Lin, Luoyi Fu, Xinbing Wang
Consonant-Vowel Sequences as Subword Units for Code-Mixed Languages PDF
Upendra Kumar, Vishal Singh, Chris Andrew, Santhoshini Reddy, Amitava Das
Adversary Is the Best Teacher: Towards Extremely Compact Neural Networks PDF
Ameya Prabhu, Harish Krishna, Soham Saha
Predicting Depression Severity by Multi-Modal Feature Engineering and Fusion PDF
Aven Samareh, Yan Jin, Zhangyang Wang, Xiangyu Chang, Shuai Huang
Indirect Reciprocity and Costly Assessment in Multiagent Systems PDF
Fernando P. Santos, Jorge M. Pacheco, Francisco C. Santos
Relating Children’s Automatically Detected Facial Expressions to Their Behavior in RoboTutor PDF
Mayank Saxena, Rohith Krishnan Pillai, Jack Mostow
Solving Generalized Column Subset Selection With Heuristic Search PDF
Swair Shah, Baokun He, Ke Xu, Crystal Maung, Haim Schweitzer
Towards Better Variational Encoder-Decoders in Seq2Seq Tasks PDF
Xiaoyu Shen, Hui Su
Efficient Support Vector Machine Training Algorithm on GPUs PDF
Jiashuai Shi, Zeyi Wen, Bingsheng He, Jian Chen
Explainable Cross-Domain Recommendations Through Relational Learning PDF
Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao
Different Cycle, Different Assignment: Diversity in Assignment Problems With Multiple Cycles PDF
Helge Spieker, Arnaud Gotlieb, Morten Mossige
Dialogue Generation With GAN PDF
Hui Su, Xiaoyu Shen, Pengwei Hu, Wenjie Li, Yun Chen
Label Space Driven Heterogeneous Transfer Learning With Web Induced Alignment PDF
Sanatan Sukhija
Uncovering Scene Context for Predicting Privacy of Online Shared Images PDF
Ashwini Tonge, Cornelia Caragea, Anna Squicciarini
Deep Embedding for Determining the Number of Clusters PDF
Yiqi Wang, Zhan Shi, Xifeng Guo, Xinwang Liu, En Zhu, Jianping Yin
Joint Learning of Evolving Links for Dynamic Network Embedding PDF
Aakas Zhiyuli, Xun Liang, YanFang Chen, Peng Shu, Xiaoping Zhou

Demonstrations

Water Advisor - A Data-Driven, Multi-Modal, Contextual Assistant to Help With Water Usage Decisions PDF
Jason Ellis, Biplav Srivastava, Rachel K. E. Bellamy, Andy Aaron
A Unified Implicit Dialog Framework for Conversational Commerce PDF
Song Feng, R. Chulaka Gunasekara, Sunil Shashidhara, Kshitij P. Fadnis, Lazaros C. Polymenakos
Constructing Domain-Specific Search Engines With No Programming PDF
Mayank Kejriwal, Pedro Szekely
A Cognitive Assistant for Visualizing and Analyzing Exoplanets PDF
Jeffrey O. Kephart, Victor C. Dibia, Jason Ellis, Biplav Srivastava, Kartik Talamadupula, Mishal Dholakia
Agent Assist: Automating Enterprise IT Support Help Desks PDF
Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan
Dataset Evolver: An Interactive Feature Engineering Notebook PDF
Fatemeh Nargesian, Udayan Khurana, Tejaswini Pedapati, Horst Samulowitz, Deepak Turaga
Democratization of Deep Learning Using DARVIZ PDF
Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani, Akshay Sethi, Rahul Aralikatte, Neelamadhav Gantayat


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